SaaS security posture management · November 2026 Edition
Adaptive Shield vs Valence Security
Three of fourteen models named Adaptive Shield first on the direct prompt; one named Valence Security. Adaptive Shield was named by ten of the fourteen models and Valence Security by fourteen and Adaptive Shield carries 22 labels and Valence Security 25, so the shares are not directly comparable.
Adaptive Shield
accepted challengerNamed in one category this edition.
Named in one category this edition.
First-choice share7%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate23%8%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#8A position in a field of 11; printed, not drawn.
Labels2225A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Adaptive Shield reading right to left. Rank and label count are printed, not drawn.Obsidian Security was named alongside these two in ten of the fourteen direct answers. Wing Security vs Adaptive Shield · Wing Security vs Valence Security · Nudge Security vs Adaptive Shield
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the saas security posture management page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Adaptive ShieldFirst choices, of fourteen modelsValence Security
Direct311 against Adaptive Shield
Paraphrase10
Comparative10
Budget-constrained002 against Adaptive Shield
Scale-constrained00
Negative002 against Adaptive Shield · 2 against Valence Security
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the November 2026 Edition, Adaptive Shield and Valence Security were named in the same answer twenty-seven times, of the 73 answers naming Adaptive Shield and the 62 naming Valence Security. In those answers Valence Security took the first choice two times and Adaptive Shield three.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Adaptive Shield and Valence Security stood in it.
| Model | DirectAS | ParaphraseAS | ComparativeAS | Budget-constrainedAS | Scale-constrainedAS | NegativeAS |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | AS | AS | ||||
| GPT-5.4 mini | AS | AS | ||||
| Gemini 3.5 Flash | AS | AS | AS | AS | ||
| Perplexity Sonar | AS | | | |||
| Grok 4.20 | AS | | | AS | AS | |
| Mistral Small | AS | AS | AS | AS | ||
| DeepSeek V4 Flash | AS | | ||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | |||||
| Kimi K2 | | |||||
| GLM 4.7 FlashX | AS | | ||||
| MiniMax M2.5 | AS | |||||
| GPT-6 Luna | | | ||||
| Muse Glimmer 30B |
AS Adaptive Shield Valence SecurityAS first choiceAS named as an alternativeAS argued againstblank: not namedEach cell is one answer, Adaptive Shield on the left and Valence Security on the right.
Valence SecurityAS first choiceAS named as an alternativeAS argued againstblank: not namedEach cell is one answer, Adaptive Shield on the left and Valence Security on the right.The direct prompt
The plain question, one answer per model, grouped by where Adaptive Shield and Valence Security stood in it.
Adaptive Shield first, Valence Security an alternative
3 of 14 modelsValence Security was named in the answer but not as the choice, or not at all.GPT-5.4 miniAdaptive Shield alternatives: Netskope SSPM, Valence Security, Zluri
Mistral SmallAdaptive Shield, AppOmni alternatives: BetterCloud, Obsidian Security
GLM 4.7 FlashXAdaptive Shield, Obsidian Security alternatives: Microsoft Defender for Cloud Apps
Valence Security first, Adaptive Shield an alternative
1 of 14 modelsAdaptive Shield was named in the answer but not as the choice, or not at all.MiniMax M2.5Valence Security alternatives: Adaptive Shield, AppOmni, Obsidian Security
Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Wing Security alternatives: Adaptive Shield, Grip Security, Obsidian Security
Gemini 3.5 FlashObsidian Security alternatives: Adaptive Shield, DoControl, Grip Security, Wing Security
Perplexity SonarWing Security alternatives: Adaptive Shield, AppOmni, CrowdStrike Falcon Shield, Grip Security, Obsidian Security, Valence Security
Grok 4.20Nudge Security alternatives: AppOmni, Valence Security
DeepSeek V4 FlashWing Security alternatives: Adaptive Shield, Obsidian Security, Valence Security
GPT-6 LunaCrowdStrike Falcon Shield alternatives: AppOmni, Valence Security
Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.Llama 4 MaverickWing Security alternatives: AppOmni, CrowdStrike, Obsidian Security
Qwen 3.7 FlashNudge Security alternatives: AppOmni, CrowdStrike Falcon Shield, Grip Security, Obsidian Security
Kimi K2CrowdStrike Falcon Shield, SpinOne, SpinSPM alternatives: AppOmni
Muse Glimmer 30BGrip Security, Wing Security alternatives: Adaptive Shield / CrowdStrike Falcon Shield, AppOmni, Obsidian Security, SpinOne
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Valence Security leads by two points.
Valence Security2%#11 of 16Adaptive Shield0%#14 of 16
The full small business standing →Mid-marketThe figures above
The order flips: Adaptive Shield leads at mid-market.
Adaptive Shield7%#5 of 11
Valence Security2%#8 of 11Enterprise
Adaptive Shield leads by two points.
Adaptive Shield4%#4 of 16
Valence Security2%#6 of 16What the models said about Adaptive Shield
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Heavyweight enterprise solutions (such as AppOmni, Adaptive Shield/CrowdStrike Falcon Shield, or Varonis) often carry high annual contract minimums” Gemini 3.5 Flash · budget prompt · soft negative
“Also labeled a "challenger" in recent indices, with some negative sentiment... can feel limited in breadth or remediation compared to leaders” Grok 4.20 · negative prompt · soft negative
“Some reviews suggest caution due to potential integration or support issues following the acquisition.” Mistral Small · negative prompt · soft negative
“Best for: Organizations needing continuous monitoring and control of their entire SaaS stack... often praised for its depth and breadth of coverage.” Mistral Small · comparative prompt · first choice
“Adaptive Shield and AppOmni are top contenders, with Adaptive Shield being especially popular for its comprehensive features and ease of use” Mistral Small · direct prompt · first choice
“Go with Wing Security or Adaptive Shield. They offer turn-key configurations, quick agentless API deployment” Gemini 3.5 Flash · paraphrase prompt · first choice
What the models said about Valence Security
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“AppOmni, Obsidian Security, Valence, Reco, DoControl, and comparable vendors should still be tested against your specific critical applications” Perplexity Sonar · negative prompt · soft negative
“Approach with caution for large enterprises” Kimi K2 · negative prompt · soft negative
“Valence Security is the best overall choice for mid-market B2B companies” MiniMax M2.5 · direct prompt · first choice
“Valence brings clarity to SaaS-to-SaaS and OAuth supply chain risk, with one of the most credible AI-SPM stories.” Claude Haiku 4.5 · comparative prompt · alternative
“If your business lives and dies by interconnected SaaS integrations, Valence Security is worth a close look.” DeepSeek V4 Flash · direct prompt · alternative
Also compared
Wing Security vs Adaptive ShieldWing Security vs Valence SecurityNudge Security vs Adaptive ShieldNudge Security vs Valence SecurityObsidian Security vs Adaptive ShieldObsidian Security vs Valence SecurityAppOmni vs Adaptive ShieldAppOmni vs Valence SecurityAdaptive Shield vs CrowdStrike Falcon ShieldAdaptive Shield vs Grip SecurityCrowdStrike Falcon Shield vs Valence SecurityGrip Security vs Valence SecurityAll twenty-eight head-to-head pages and the full SSPM standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.